Classification of complete blood count and haemoglobin typing data by a C4.5 decision tree, a naïve Bayes classifier and a multilayer perceptron for thalassaemia screening

Author:

Setsirichok Damrongrit,Piroonratana Theera,Wongseree Waranyu,Usavanarong Touchpong,Paulkhaolarn Nuttawut,Kanjanakorn Chompunut,Sirikong Monchan,Limwongse Chanin,Chaiyaratana Nachol

Publisher

Elsevier BV

Subject

Health Informatics,Signal Processing

Reference36 articles.

1. Hemoglobinopathies in Southeast Asia: molecular biology and clinical medicine;Fucharoen;Hemoglobin,1997

2. The Thalassemia Syndromes;Weatherall,2001

3. New indices from the H*2 analyser improve differentiation between heterozygous beta or delta beta thalassaemia and iron-deficiency anaemia;Jimenez;Clinical and Laboratory Haematology,1995

4. Most reliable indices in differentiation between thalassemia trait and iron deficiency anemia;Demir;Pediatrics International,2002

5. Discrimination indices as screening tests for β-thalassemic trait;Ntaios;Annals of Hematology,2007

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